Ankit Kapoor (@ankitkapooor)
github

ankitkapooor

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MedBot

MedBot is a medical smart chatbot which uses NLG to answer user medical queries. It is made on top of a distilled version of GPT-2 by using the HuggingFace Repository. The bot is trained on medical queries gathered from websites such as WebMD and questionDoctor.
Jupyter Notebook
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Villager

Villager a chabot made on top of a distilled version of GPT-2 by using the HuggingFace Repository. The bot is trained on the open source dataset, Topical-Chat Repository made available by Amazon. Villager has been trained on roughly 45,000 total back-and-forth conversations. Villager is a step above an average conversational chabot as it generates its own replies just by reading what the user says to it. This bot is a step taken in my thesis research in the field of NLP and NLG.
Jupyter Notebook
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HeartDiseasePrediction

The research paper explores the idea of predicting heart disease based on a person’s medical data using various machine learning algorithms. Through the course of the paper, we explore various characteristics necessary to the process of predicting heart disease. The paper compares multiple machine learning algorithms and ranks them on the basis of their accuracy, the f1 score, and the area under the ROC curve.
Jupyter Notebook
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4

BigF

BigF is a small I took in designing my own computer programming language. Using Lex and Yacc, which are tools for creating a compiler, I have created one such compiler which takes syntax written in my language (BigF) and converts it to C
C
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